microsoft/fabric-samples
Sep 2025 – Sep 2025
1 Month active
Languages Used
Jupyter NotebookMarkdownPythonSQL
Technical Skills
Data EngineeringData ScienceData ValidationLLM IntegrationMachine LearningNotebook Development
Sandip Kulkarni
PROFILE
Sandip Kulkarni
During this period, contributed to the microsoft/fabric-samples repository by developing a few-shot NL-to-SQL validation workflow for the Fabric Data Agent SDK. The work centered on building a Jupyter Notebook that demonstrates installation, data loading, and LLM-based validation, guiding users through interpreting results. Python and SQL were used to implement the validation logic and manage synthetic datasets, while Markdown updates improved documentation by linking to public datasets for streamlined testing. The focus was on practical data validation and notebook development, providing a clear, reproducible workflow for evaluating NL-to-SQL tasks and enhancing the overall developer experience with accessible resources.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
2Total
Bugs
0
Commits
2
Features
1
Lines of code
0
Activity Months1
Your Network
4752 peopleSame Organization
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Shared Repositories
32
Work History
September 2025
2 Commits • 1 Features
Sep 1, 2025Month: 2025-09 — Focused on delivering a practical validation workflow for Fabric Data Agent SDK and strengthening developer docs. Key work: Added a few-shot NL-to-SQL validation notebook and updated documentation with synthetic dataset links. Commits: fa757bace52bcfe0ff0c1c017993c36cafcd99b9; b17f0ecdcde7d6ffe424d9e3e167cff0993bfd63.
2 Commits • 1 Features
Sep 1, 2025Month: 2025-09 — Focused on delivering a practical validation workflow for Fabric Data Agent SDK and strengthening developer docs. Key work: Added a few-shot NL-to-SQL validation notebook and updated documentation with synthetic dataset links. Commits: fa757bace52bcfe0ff0c1c017993c36cafcd99b9; b17f0ecdcde7d6ffe424d9e3e167cff0993bfd63.
September 2025
Activity
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Quality Metrics
Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance70.0%
AI Usage70.0%
Skills & Technologies
Programming Languages
Jupyter NotebookMarkdownPythonSQL
Technical Skills
Data EngineeringData ScienceData ValidationLLM IntegrationMachine LearningNotebook DevelopmentPythonPython DevelopmentSQL
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline